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Programming版 - AI Programmer: Autonomously Creating Software Programs Using Genetic Algorithms
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相关话题的讨论汇总
话题: ai话题: programmer话题: software话题: algorithms话题: using
进入Programming版参与讨论
1 (共1页)
E*********g
发帖数: 185
1
码农终于开发出了上吊的绳子
https://arxiv.org/abs/1709.05703
AI Programmer: Autonomously Creating Software Programs Using Genetic
Algorithms
Kory Becker, Justin Gottschlich
(Submitted on 17 Sep 2017)
In this paper, we present the first-of-its-kind machine learning (ML) system
, called AI Programmer, that can automatically generate full software
programs requiring only minimal human guidance. At its core, AI Programmer
uses genetic algorithms (GA) coupled with a tightly constrained programming
language that minimizes the overhead of its ML search space. Part of AI
Programmer's novelty stems from (i) its unique system design, including an
embedded, hand-crafted interpreter for efficiency and security and (ii) its
augmentation of GAs to include instruction-gene randomization bindings and
programming language-specific genome construction and elimination techniques
. We provide a detailed examination of AI Programmer's system design,
several examples detailing how the system works, and experimental data
demonstrating its software generation capabilities and performance using
only mainstream CPUs.
L****8
发帖数: 3938
2
猴子弹琴 弹出贝多芬?

system
programming

【在 E*********g 的大作中提到】
: 码农终于开发出了上吊的绳子
: https://arxiv.org/abs/1709.05703
: AI Programmer: Autonomously Creating Software Programs Using Genetic
: Algorithms
: Kory Becker, Justin Gottschlich
: (Submitted on 17 Sep 2017)
: In this paper, we present the first-of-its-kind machine learning (ML) system
: , called AI Programmer, that can automatically generate full software
: programs requiring only minimal human guidance. At its core, AI Programmer
: uses genetic algorithms (GA) coupled with a tightly constrained programming

g****t
发帖数: 31659
3
之前早就有了演化编程。1995年我本科时候第一篇论文就是遗传算法用马尔可夫链
证明收敛性。
假如码农真的因此上吊,我觉得这是因为计算机程序的描述能力发展和硬件计算能力造
成的。
而不是ai算法。这年头没有什么新算法。

system
programming

【在 E*********g 的大作中提到】
: 码农终于开发出了上吊的绳子
: https://arxiv.org/abs/1709.05703
: AI Programmer: Autonomously Creating Software Programs Using Genetic
: Algorithms
: Kory Becker, Justin Gottschlich
: (Submitted on 17 Sep 2017)
: In this paper, we present the first-of-its-kind machine learning (ML) system
: , called AI Programmer, that can automatically generate full software
: programs requiring only minimal human guidance. At its core, AI Programmer
: uses genetic algorithms (GA) coupled with a tightly constrained programming

s******k
发帖数: 6659
h**********c
发帖数: 4120
5
https://arxiv.org/abs/1709.05703
arxiv是什么机构和dry son自己搞的电台一样吧
wee wee
dee dee
doo doo
叔小学时候一同学,经常挖裤别人,这就是留须不顾命吧
1 (共1页)
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今天电面又被老印黑了。。。。 (转载)Algorithms and Data Structures那本比较好呢?
相关话题的讨论汇总
话题: ai话题: programmer话题: software话题: algorithms话题: using